Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning.
Daniel J. FellerJason ZuckerOliver Bear Don't WalkBharat SrikishanRoxana MartinezHenry EvansMichael T. YinPeter GordonNoemie ElhadadPublished in: AMIA (2018)
Keyphrases
- semi supervised learning
- gold standard
- semi supervised
- unlabeled data
- semi automatic
- labeled data
- ground truth
- unsupervised learning
- semi supervised classification
- active learning
- co training
- supervised learning
- manifold regularization
- graph based semi supervised learning
- machine learning
- label propagation
- labeled and unlabeled data
- dirichlet process mixture models
- transfer learning
- learning models
- improve the classification accuracy
- training data
- social networks
- pairwise
- graph construction
- semi supervised learning methods
- natural language processing
- social media
- natural language
- bayesian networks
- high quality
- information retrieval